Period
to 20 October 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon DynamoDB over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > Work from Home
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 178 189 216
Rank change year-on-year +11 +27 +46
Permanent jobs citing Amazon DynamoDB 504 70 73
As % of all permanent jobs with a WFH option 1.82% 1.11% 0.96%
As % of the Database & Business Intelligence category 6.43% 3.67% 3.28%
Number of salaries quoted 353 67 51
10th Percentile £43,750 £46,250 £46,250
25th Percentile £63,750 £60,000 £53,125
Median annual salary (50th Percentile) £80,000 £85,000 £70,000
Median % change year-on-year -5.88% +21.43% +3.70%
75th Percentile £100,000 £118,125 £76,250
90th Percentile £126,250 £128,750 £86,250
UK median annual salary £85,000 £75,000 £70,000
% change year-on-year +13.33% +7.14% +12.00%

Amazon DynamoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 7,834 1,909 2,229
As % of all permanent jobs with a WFH option 28.34% 30.40% 29.26%
Number of salaries quoted 5,925 1,764 2,011
10th Percentile £36,250 £35,000 £33,750
25th Percentile £45,000 £42,500 £40,250
Median annual salary (50th Percentile) £60,000 £53,256 £50,000
Median % change year-on-year +12.66% +6.51% -2.91%
75th Percentile £76,250 £68,750 £71,250
90th Percentile £92,500 £82,500 £85,000
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon DynamoDB
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon DynamoDB as a proportion of all IT jobs advertised.

Amazon DynamoDB trend for jobs with a WFH option

Amazon DynamoDB
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon DynamoDB.

Amazon DynamoDB salary trend for jobs with a WFH option

Amazon DynamoDB
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon DynamoDB over the 6 months to 20 October 2021.

Amazon DynamoDB salary histogram for jobs with a WFH option

For the 6 months to 20 October 2021, Amazon DynamoDB job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon DynamoDB.

1 472 (93.65%) AWS
2 318 (63.10%) Serverless
3 303 (60.12%) Agile Software Development
4 298 (59.13%) Amazon S3
5 289 (57.34%) JavaScript
6 288 (57.14%) AWS Lambda
7 258 (51.19%) Software Engineering
8 256 (50.79%) React
9 253 (50.20%) Docker
10 231 (45.83%) Full Stack Development
11 226 (44.84%) TypeScript
12 223 (44.25%) Node.js
13 208 (41.27%) Terraform
14 206 (40.87%) Python
15 204 (40.48%) Amazon RDS
16 185 (36.71%) Web Services
17 183 (36.31%) Finance
18 177 (35.12%) Kubernetes
19 161 (31.94%) Java
20 149 (29.56%) Amazon SQS
21 145 (28.77%) PostgreSQL
22 135 (26.79%) Front Office
22 135 (26.79%) Asset Management
23 133 (26.39%) Microservices
24 128 (25.40%) Amazon EC2
24 128 (25.40%) SQL
25 122 (24.21%) AngularJS
26 112 (22.22%) NoSQL
27 102 (20.24%) DevOps
27 102 (20.24%) MySQL

Amazon DynamoDB
Co-occurring IT Skills with a WFH Option by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 58 (11.51%) Apache
2 51 (10.12%) Elasticsearch
3 7 (1.39%) Confluence
4 3 (0.60%) Apache Spark
5 2 (0.40%) Cloud Foundry
5 2 (0.40%) CMS
5 2 (0.40%) JBoss
5 2 (0.40%) MQSeries
5 2 (0.40%) Mule
5 2 (0.40%) Mule ESB
5 2 (0.40%) Red Hat Fuse
5 2 (0.40%) Tomcat
5 2 (0.40%) Umbraco
6 1 (0.20%) Alfresco
6 1 (0.20%) IIS
Applications
1 7 (1.39%) Adobe Premiere
1 7 (1.39%) Final Cut Pro
2 1 (0.20%) MS Visio
Business Applications
1 11 (2.18%) Payment Gateway
2 5 (0.99%) NetSuite
Cloud Services
1 472 (93.65%) AWS
2 318 (63.10%) Serverless
3 298 (59.13%) Amazon S3
4 288 (57.14%) AWS Lambda
5 149 (29.56%) Amazon SQS
6 128 (25.40%) Amazon EC2
7 86 (17.06%) AWS Step Functions
8 68 (13.49%) SaaS
9 62 (12.30%) Amazon ECS
10 56 (11.11%) AWS CloudFormation
11 50 (9.92%) Amazon CloudWatch
12 47 (9.33%) CloudFront
13 37 (7.34%) Azure
14 30 (5.95%) Cloudflare
14 30 (5.95%) GitHub
15 28 (5.56%) Amazon Kinesis
16 26 (5.16%) GCP
17 20 (3.97%) Cloud Computing
17 20 (3.97%) Datadog
18 18 (3.57%) AWS Fargate
Communications & Networking
1 33 (6.55%) DNS
2 28 (5.56%) AMQP
3 18 (3.57%) VPN
4 17 (3.37%) Firewall
5 11 (2.18%) SMS
6 9 (1.79%) HTTP
7 5 (0.99%) Intrusion Detection
7 5 (0.99%) MQTT
8 3 (0.60%) Internet
9 1 (0.20%) Broadband
Database & Business Intelligence
1 204 (40.48%) Amazon RDS
2 145 (28.77%) PostgreSQL
3 112 (22.22%) NoSQL
4 102 (20.24%) MySQL
5 83 (16.47%) MongoDB
6 71 (14.09%) Relational Database
7 59 (11.71%) Redis
8 51 (10.12%) Apache Ignite
9 50 (9.92%) Amazon Aurora
10 46 (9.13%) Amazon Athena
11 42 (8.33%) SQL Server
12 28 (5.56%) Apache Cassandra
13 24 (4.76%) Amazon Redshift
14 21 (4.17%) Big Data
15 15 (2.98%) OLTP
16 14 (2.78%) Oracle Database
17 11 (2.18%) Amazon QuickSight
18 10 (1.98%) Data Lake
19 9 (1.79%) Data Warehouse
20 6 (1.19%) RDBMS
Development Applications
1 84 (16.67%) Git (software)
2 53 (10.52%) Jenkins
3 49 (9.72%) Selenium
4 46 (9.13%) CircleCI
5 33 (6.55%) GitLab
6 31 (6.15%) Postman
7 24 (4.76%) webpack
8 22 (4.37%) Cypress.io
9 19 (3.77%) Babel
10 18 (3.57%) Maven
11 16 (3.17%) JUnit
12 14 (2.78%) JIRA
12 14 (2.78%) Travis CI
13 13 (2.58%) Gradle
14 12 (2.38%) JMeter
15 11 (2.18%) Bitbucket
16 10 (1.98%) Visual Studio
17 8 (1.59%) Cucumber
18 7 (1.39%) Grunt
18 7 (1.39%) gulp
General
1 183 (36.31%) Finance
2 135 (26.79%) Front Office
3 62 (12.30%) Social Skills
4 54 (10.71%) Games
5 52 (10.32%) Retail
6 29 (5.75%) Automotive
7 16 (3.17%) Law
8 14 (2.78%) Analytical Skills
8 14 (2.78%) Inclusion and Diversity
9 10 (1.98%) Billing
10 9 (1.79%) Wearables
11 6 (1.19%) Public Sector
11 6 (1.19%) Telecoms
12 5 (0.99%) Electronics
12 5 (0.99%) Manufacturing
12 5 (0.99%) Marketing
12 5 (0.99%) Presentation Skills
13 3 (0.60%) Public Speaking
14 2 (0.40%) Music Industry
14 2 (0.40%) Organisational Skills
Job Titles
1 317 (62.90%) Developer
2 189 (37.50%) Software Engineer
3 135 (26.79%) Developer/Software Engineer
4 92 (18.25%) React Developer
5 80 (15.87%) Python Developer
6 58 (11.51%) Python Engineer
7 52 (10.32%) Python Software Engineer
8 51 (10.12%) Senior Developer
9 47 (9.33%) Java Developer
10 39 (7.74%) Software Developer
11 35 (6.94%) Senior Software Engineer
12 34 (6.75%) Full Stack Developer
13 26 (5.16%) Django Developer
13 26 (5.16%) Python/Django Developer
13 26 (5.16%) Senior Python Developer
14 24 (4.76%) AWS Engineer
14 24 (4.76%) Java Engineer
15 23 (4.56%) JavaScript Developer
16 22 (4.37%) AWS Developer
17 18 (3.57%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 256 (50.79%) React
2 223 (44.25%) Node.js
3 185 (36.71%) Web Services
4 122 (24.21%) AngularJS
5 98 (19.44%) Vue.js
6 84 (16.67%) Material-UI
7 75 (14.88%) GraphQL
7 75 (14.88%) Spring
8 56 (11.11%) REST
9 46 (9.13%) .NET
10 45 (8.93%) RESTful
11 42 (8.33%) Jest
11 42 (8.33%) Kafka
12 41 (8.13%) Spring Boot
12 41 (8.13%) WebSockets
13 40 (7.94%) Django
14 34 (6.75%) Flask
14 34 (6.75%) JSON
15 31 (6.15%) .NET Core
16 29 (5.75%) Redux
Miscellaneous
1 54 (10.71%) Derivative
2 51 (10.12%) Equities
2 51 (10.12%) Fixed Income
2 51 (10.12%) Foreign Exchange (FX)
2 51 (10.12%) Hedge funds
3 48 (9.52%) Mobile App
4 31 (6.15%) Video\Live Streaming
5 25 (4.96%) Video on Demand
6 23 (4.56%) User Experience
7 18 (3.57%) Self-Motivation
8 17 (3.37%) Cloud Native
9 14 (2.78%) Data Structures
9 14 (2.78%) Legacy Applications
9 14 (2.78%) Public Cloud
10 12 (2.38%) CMDB
11 11 (2.18%) Client/Server
11 11 (2.18%) e-Learning
11 11 (2.18%) Virtual Team
12 10 (1.98%) Driving Licence
13 8 (1.59%) Augmented Reality
Operating Systems
1 27 (5.36%) Linux
2 20 (3.97%) Android
3 15 (2.98%) Apple iOS
4 12 (2.38%) Windows
5 5 (0.99%) Unix
6 2 (0.40%) Mac OS
6 2 (0.40%) Windows Server
Processes & Methodologies
1 303 (60.12%) Agile Software Development
2 258 (51.19%) Software Engineering
3 231 (45.83%) Full Stack Development
4 135 (26.79%) Asset Management
5 133 (26.39%) Microservices
6 102 (20.24%) DevOps
7 92 (18.25%) Investment Management
8 81 (16.07%) Test Automation
9 70 (13.89%) Scrum
10 67 (13.29%) TDD
11 62 (12.30%) Infrastructure as Code
11 62 (12.30%) Mentoring
12 48 (9.52%) Fintech
13 41 (8.13%) BDD
14 40 (7.94%) API Development
15 32 (6.35%) Computer Science
15 32 (6.35%) E-Commerce
16 30 (5.95%) Business Intelligence
17 29 (5.75%) Configuration Management
18 28 (5.56%) SIEM
Programming Languages
1 289 (57.34%) JavaScript
2 226 (44.84%) TypeScript
3 206 (40.87%) Python
4 161 (31.94%) Java
5 128 (25.40%) SQL
6 81 (16.07%) Kotlin
7 65 (12.90%) Scala
8 51 (10.12%) Clojure
9 45 (8.93%) C#
10 33 (6.55%) Go
11 27 (5.36%) ES6
12 21 (4.17%) Java 8
13 15 (2.98%) PHP
14 11 (2.18%) Bash Shell
15 9 (1.79%) Ruby
16 7 (1.39%) PowerShell
17 6 (1.19%) ES7
17 6 (1.19%) T-SQL
18 5 (0.99%) Shell Script
19 3 (0.60%) PHP 7
Qualifications
1 60 (11.90%) Degree
2 22 (4.37%) AWS Certification
3 11 (2.18%) Computer Science Degree
3 11 (2.18%) Numerate Degree
4 9 (1.79%) SC Cleared
4 9 (1.79%) Security Cleared
5 5 (0.99%) CompTIA Security+
5 5 (0.99%) GIAC
5 5 (0.99%) OSCP
6 4 (0.79%) CISSP
6 4 (0.79%) SANS
7 1 (0.20%) CREST Certified
Quality Assurance & Compliance
1 11 (2.18%) GDPR
2 9 (1.79%) QA
3 7 (1.39%) Accessibility
4 2 (0.40%) PCI DSS
4 2 (0.40%) PSD2
5 1 (0.20%) SEPA
System Software
1 253 (50.20%) Docker
2 8 (1.59%) ISA Server
3 1 (0.20%) Active Directory
Systems Management
1 208 (41.27%) Terraform
2 177 (35.12%) Kubernetes
3 25 (4.96%) Ansible
4 16 (3.17%) Puppet
5 15 (2.98%) Opscode Chef
6 10 (1.98%) Docker Swarm
7 9 (1.79%) Grafana
8 8 (1.59%) Prometheus
9 5 (0.99%) Nessus
9 5 (0.99%) Pingdom
10 3 (0.60%) Mesos
11 2 (0.40%) Packer
12 1 (0.20%) linkerd
Vendors
1 47 (9.33%) Oracle
2 14 (2.78%) Microsoft
2 14 (2.78%) Netlify
3 11 (2.18%) New Relic
4 9 (1.79%) BT
4 9 (1.79%) Facebook
4 9 (1.79%) Instagram
4 9 (1.79%) Twitter
4 9 (1.79%) YouTube
5 8 (1.59%) Google
6 6 (1.19%) Atlassian
7 5 (0.99%) Okta
7 5 (0.99%) PagerDuty
7 5 (0.99%) SAP
8 4 (0.79%) Databricks
8 4 (0.79%) SaltStack
8 4 (0.79%) Xamarin
9 3 (0.60%) Cloudera
9 3 (0.60%) Hortonworks
9 3 (0.60%) Splunk